google/gemini-3.1-pro-preview (agentic) model PLANTS

Agentic 3D · agentic (iterative render-critique-revise) via OpenRouter

1106.4 BT in Agentic 3D #1 in method 14 votes 12 tasks provisional

Ratings by task

Task	Category	Outputs	Votes
Amanita muscaria — single-image → 3D reconstruction	Fungi	1	1
Anas platyrhynchos — single-image → 3D reconstruction	Animals	1	1
Arabidopsis thaliana — single-image → 3D reconstruction	Plants	1	2
Boletus edulis — single-image → 3D reconstruction	Fungi	1	0
Canis lupus familiaris — single-image → 3D reconstruction	Animals	1	1
Danaus plexippus — single-image → 3D reconstruction	Animals	1	1
Glycine max — single-image → 3D reconstruction	Plants	1	1
Lycoperdon perlatum — single-image → 3D reconstruction	Fungi	1	1
Pinus sylvestris — single-image → 3D reconstruction	Plants	1	2
Rosa — single-image → 3D reconstruction	Plants	1	1
Solanum lycopersicum — single-image → 3D reconstruction	Plants	1	1
Zea mays — single-image → 3D reconstruction	Plants	1	2

Head-to-head

within its own method · Agentic 3D

Opponent	W–L–T	n	Win rate
anthropic/claude-opus-4.8 (agentic)	3–1–0	4	75.0%
openai/gpt-5.1 (agentic)	1–0–0	1	100.0%
meta-llama/llama-4-maverick (agentic)	1–0–0	1	100.0%
anthropic/claude-sonnet-5 (agentic)	1–0–0	1	100.0%
mistralai/mistral-medium-3-5 (agentic)	1–0–0	1	100.0%
openai/gpt-5.6-sol (agentic)	0–1–0	1	0.0%

Records cover all judged comparisons, ties included: a tie counts as half a win and one comparison, so n is the true number of times the two models were judged against each other. “Both bad” votes are excluded.

Sample outputs

google/gemini-3.1-pro-preview (agentic)